AI Practice

From Strategy
to Deployment

Most AI advisory is either too theoretical — strategy decks that never ship — or too tactical — tool vendors who don’t understand institutions. We do both: architect the strategy, then build and deploy the systems.

How we work

Three Engagement Tiers

Every engagement starts with understanding. We scope the problem, map the constraints, and only then prescribe the architecture. No solution looking for a problem.

AI Audit & Readiness

We assess your current workflows, data infrastructure, and institutional constraints to identify where AI creates genuine leverage — not where it sounds impressive. The output is a prioritised implementation roadmap with clear ROI thresholds.

Deliverables
  • Workflow & data audit across departments
  • Automation opportunity mapping
  • Prioritised implementation roadmap
  • Build vs. buy analysis for each use case

Implementation & Deployment

We build and ship the systems. LLM-powered workflows, document automation pipelines, AI agent architectures — deployed into your existing infrastructure with proper security, monitoring, and handoff documentation.

Deliverables
  • LLM-powered workflow development
  • Document automation pipelines
  • AI agent system design & deployment
  • Integration with existing tech stack

Training & Governance

AI fluency for executives. Hands-on upskilling for teams. Compliance frameworks that satisfy regulators without paralysing adoption. We cover EU AI Act readiness, AIGP-level governance, and organisational change management.

Deliverables
  • Executive AI fluency programmes
  • Team-level hands-on training
  • EU AI Act compliance frameworks
  • AI governance & risk management protocols
What we build

Proof of Shipping

Anonymised examples from recent engagements. We work with government institutions, law firms, and regulated enterprises — confidentiality is non-negotiable, but capability is demonstrable.

Contract Drafting & Compliance Pipeline

End-to-end document automation for a mid-size law firm — from intake through compliance checks to final drafting. Integrated with existing case management systems.

80%+ reduction in manual processing time

AI-Powered Data Processing for Government

Consulted on AI implementation for a major government agency, including automated data processing, intelligent classification, and multi-language support with priority escalation workflows.

Streamlined operations across the agency

Tech-Enabled Advisory Platform

Full-stack advisory platform with automated document generation, client CRM integration, and workflow orchestration. Built to scale from initial deployment.

End-to-end automation, zero manual handoffs
Credentials

Certified Expertise

AnthropicAI Fluency
AnthropicClaude Code in Action
GoogleGenerative AI Leadership
IAPPAIGP Candidate

Ready to Build?

We take on a limited number of AI engagements to ensure depth over breadth. If you’re serious about deploying AI at institutional scale, let’s talk.